OSPS Version 11 → PBPK-QSP Modeling with MoBi®

Antibody Therapy in Oncology (M03-11)


Description
You will learn how to set up a simulation for large molecules (proteins and peptides) in PK-Sim, export it to Mobi, implement a Target-Mediated Drug Disposition (TMDD) model, generate a tumor compartment and link its volume to a tumor growth model. This is all demonstrated in the context of a model for antibody-drug conjugate (ADC) PK and PD, which also requires intracellular payload release, payload distribution and metabolism. The modeled compound is an ADC applied for the treatment of prostate cancer. The ADC consists of an antibody against the transmembrane protein TenB2 (TMEFF2) and the antimitotic toxin monomethyl auristatin E (MMAE), which is attached to the antibody by a linker. The antibody in the ADC has high affinity to the TMEFF2 receptor making it a suitable substance to target prostate cancer cells over-expressing TMEFF2, while the MMAE toxin is used to neutralize/kill such cancer cells.

You will set up a combined model for the simulation of the ADC and the released toxophore (i.e. the MMAE toxin) including receptor dynamics and internalization of the ADC-receptor complex. Here, you will learn how to:
1. Start a large molecule simulation in PK-Sim
2. Export a PK-Sim model to MoBi.
3. Integrate the TMDD reactions for receptor dynamics and internalization of the ADC-TMEFF2 complex (import “ReactionsADCModel.pkml).
4. Generate a tumor organ from a clone of another organ (muscle)
5. Make the tumor volume change over time according to an existing tumor growth model
6. Simulate, compare with observed data and refine the simulations by parameter identification
7. Add dosing of the naked (unconjugated) antibody and see how it affects tumor growth and toxophore release in different tissues

Based on:
Boswell, C. Andrew, et al. "An integrated approach to identify normal tissue expression of targets for antibody‐drug conjugates: case study of TENB2." British journal of pharmacology vol. 168,2 (2013): 445-457.
Content
  • ADC: Antibody-drug conjugate PK in PK-Sim®
  • Info: Antibody Drug Conjugate (ADC)
  • Expression Profile: TMEFF2
  • Individual: Mouse
  • Compound: ADC
  • Administration Protocol
  • Catch-Up Point 1
  • Simulation: 0.3 mg/kg
  • Observed Data: ADC
  • Catch-Up Point 2
  • nAb & tox: Naked Antibody and Toxophore PK in PK-Sim®
  • Info: Molecule PBPK Models and the Toxophore Release
  • Compound: Toxophore
  • Compound: Naked Antibody
  • Configure the Simulation
  • Export the Simulation from PK-Sim to MoBi®
  • Optionally: Compare PK-Sim with MoBi
  • Catch-Up Point 3
  • TMDD: Target-Mediated Drug Disposition QSP with MoBi®
  • Info: Target Mediated Drug Disposition (TMDD)
  • Reactions: internalization, synthesis, and degradation
  • Observed Data: ADC Dose Escalation
  • Simulation: 0.3 mg/kg Dose (TMDD)
  • Simulation: ADC Dose Escalation (TMDD)
  • Catch-Up Point 4
  • Connect a New Tumor Organ With MoBi®
  • Info: Prostate Tumor
  • Spatial Structure: Create a Tumor
  • Spatial Structure: Embed the Tumor
  • Spatial Structure: Connect the Tumor
  • Catch-Up Point 5
  • Adjust Tumor Parameters
  • Info: Volume Corrections
  • Volumes and Surface Area
  • Partition Coefficient (Int/Water)
  • Info: Optional Parameters
  • Catch-Up Point 6
  • ADC Clearance in Tumor
  • Info: Protein Clearance
  • Endogenous IgG and Endosomal Clearance
  • Reaction: Linker Instability in Plasma
  • Reactions: FcRn-Receptor
  • Catch-Up Point 7
  • Molecule Start Values: Presence in Tumor
  • Parameter Start Values: Tumor TMEFF2 Expression
  • Catch-Up Point 8
  • Simulate with Tumor
  • Observed Data: ADC in Tumor-Bearing Mice
  • Simulation: ADC in Tumor-Bearing Mice
  • Catch-Up Point 9
  • Add Tumor Growth
  • Info: Tumor Growth
  • Info: The Koch Growth Model
  • Spatial Structure: Import the Tumor Growth Model
  • Spatial Structure: Couple Tumor Volume and Growth
  • Parameter Start Values: Remove Volume Constant
  • Catch-Up Point 10
  • Simulate With Growing Tumor
  • Simulation: 0.75 mg/kg (Tumor Growth)
  • Simulation: Dose Escalation (Tumor Growth)
  • Observed Data: Tumor Volume
  • Catch-Up Point 11
  • Parameter Identification
  • PI: Data
  • PI: Growth Parameter k1 and k2
  • PI: Solver Configuration
  • PI: Run & See Visual Feedback
  • PI: Utilize Optimal Growth Parameters
  • Catch-Up Point 12
  • Naked Antibody Pre-Dosing
  • Info: Protect Off-Target Tissue With Naked Antibodies
  • Reactions: nAb-TMEFF2 Complex Internalization
  • Administration Protocol: nAb Dosing
  • Simulation: 0.75 mg/kg ADC + nAb Pre-Dosing
  • Simulation: 2.5 mg/kg ADC + nAb Pre-Dosing
  • Catch-Up Point 13
  • Scenario Comparison
  • Final Tumor Growth Plot
  • Organ Toxophore Load Plot
  • The End
  • Final Overview
  • Brief Course Evaluation
Completion rules
  • All units must be completed
  • Leads to a certificate with a duration: Forever